FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  458.71         	|  100 %          	|
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run_training_epoch                 	|  2.1135         	|200            	|  422.71         	|  92.151         	|
run_training_batch                 	|  0.35222        	|1000           	|  352.22         	|  76.784         	|
optimizer_step_with_closure_0      	|  0.34958        	|1000           	|  349.58         	|  76.209         	|
training_step_and_backward         	|  0.27149        	|1000           	|  271.49         	|  59.185         	|
model_forward                      	|  0.16098        	|1000           	|  160.98         	|  35.095         	|
training_step                      	|  0.16083        	|1000           	|  160.83         	|  35.062         	|
backward                           	|  0.10919        	|1000           	|  109.19         	|  23.803         	|
get_train_batch                    	|  0.016561       	|1200           	|  19.873         	|  4.3324         	|
fetch_next_train_batch             	|  0.016535       	|1200           	|  19.842         	|  4.3257         	|
zero_grad                          	|  0.0012931      	|1000           	|  1.2931         	|  0.28191        	|
on_train_batch_end                 	|  0.0012625      	|1000           	|  1.2625         	|  0.27522        	|
training_batch_to_device           	|  0.00034031     	|1000           	|  0.34031        	|  0.074188       	|
on_train_batch_start               	|  9.6312e-05     	|1000           	|  0.096312       	|  0.020996       	|
on_train_epoch_start               	|  0.00029153     	|200            	|  0.058306       	|  0.012711       	|
on_train_epoch_end                 	|  0.00025193     	|200            	|  0.050386       	|  0.010984       	|
on_train_end                       	|  0.023997       	|1              	|  0.023997       	|  0.0052314      	|
on_batch_start                     	|  2.2466e-05     	|1000           	|  0.022466       	|  0.0048976      	|
on_pretrain_routine_start          	|  0.022424       	|1              	|  0.022424       	|  0.0048884      	|
on_before_zero_grad                	|  1.5803e-05     	|1000           	|  0.015803       	|  0.003445       	|
on_batch_end                       	|  1.3925e-05     	|1000           	|  0.013925       	|  0.0030357      	|
on_before_optimizer_step           	|  1.1785e-05     	|1000           	|  0.011785       	|  0.0025692      	|
on_before_backward                 	|  1.1684e-05     	|1000           	|  0.011684       	|  0.0025472      	|
on_after_backward                  	|  1.1588e-05     	|1000           	|  0.011588       	|  0.0025262      	|
configure_optimizers               	|  0.0082228      	|1              	|  0.0082228      	|  0.0017926      	|
training_step_end                  	|  6.5371e-06     	|1000           	|  0.0065371      	|  0.0014251      	|
on_epoch_start                     	|  1.0551e-05     	|200            	|  0.0021102      	|  0.00046002     	|
on_epoch_end                       	|  1.0492e-05     	|200            	|  0.0020984      	|  0.00045746     	|
on_train_start                     	|  0.00078804     	|1              	|  0.00078804     	|  0.0001718      	|
on_fit_end                         	|  2.2302e-05     	|1              	|  2.2302e-05     	|  4.8619e-06     	|
on_before_accelerator_backend_setup	|  2.0979e-05     	|1              	|  2.0979e-05     	|  4.5735e-06     	|
on_fit_start                       	|  1.5509e-05     	|1              	|  1.5509e-05     	|  3.381e-06      	|
setup                              	|  1.3966e-05     	|1              	|  1.3966e-05     	|  3.0446e-06     	|
on_configure_sharded_model         	|  1.3716e-05     	|1              	|  1.3716e-05     	|  2.9901e-06     	|
on_pretrain_routine_end            	|  1.2343e-05     	|1              	|  1.2343e-05     	|  2.6908e-06     	|
teardown                           	|  1.0199e-05     	|1              	|  1.0199e-05     	|  2.2234e-06     	|
prepare_data                       	|  8.055e-06      	|1              	|  8.055e-06      	|  1.756e-06      	|
configure_callbacks                	|  6.673e-06      	|1              	|  6.673e-06      	|  1.4547e-06     	|
on_val_dataloader                  	|  4.869e-06      	|1              	|  4.869e-06      	|  1.0614e-06     	|
configure_sharded_model            	|  4.809e-06      	|1              	|  4.809e-06      	|  1.0484e-06     	|
on_train_dataloader                	|  3.8369e-06     	|1              	|  3.8369e-06     	|  8.3646e-07     	|
